#RStats

Jon HarmonCurator: <a href="https://fosstodon.org/@jonthegeek" class="u-url mention" rel="nofollow noopener" target="_blank">@jonthegeek</a> <a href="https://DSLC.io" rel="nofollow noopener" translate="no" target="_blank">https://DSLC.io</a> welcomes you to week 28 of <a href="https://fosstodon.org/tags/TidyTuesday" class="mention hashtag" rel="nofollow noopener" target="_blank">#TidyTuesday</a>! We're exploring British Library Funding!📂 <a href="https://tidytues.day/2025/2025-07-15" rel="nofollow noopener" translate="no" target="_blank">https://tidytues.day/2025/2025-07-15</a> 📰 <a href="https://anjackson.net/2024/11/29/british-library-funding-breakdown-trends/#income-streams" rel="nofollow noopener" translate="no" target="_blank">https://anjackson.net/2024/11/29/british-library-funding-breakdown-trends/#income-streams</a>Submit a dataset! <a href="https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md" rel="nofollow noopener" translate="no" target="_blank">https://github.com/rfordatascience/tidytuesday/blob/main/.github/CONTRIBUTING.md</a><a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://fosstodon.org/tags/PyData" class="mention hashtag" rel="nofollow noopener" target="_blank">#PyData</a> <a href="https://fosstodon.org/tags/JuliaLang" class="mention hashtag" rel="nofollow noopener" target="_blank">#JuliaLang</a> <a href="https://fosstodon.org/tags/DataViz" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataViz</a> <a href="https://fosstodon.org/tags/tidyverse" class="mention hashtag" rel="nofollow noopener" target="_blank">#tidyverse</a> <a href="https://fosstodon.org/tags/r4ds" class="mention hashtag" rel="nofollow noopener" target="_blank">#r4ds</a>

Ming 'Tommy' TangString manipulation is a critical daily task for bioinformaticians. Here is a cheatsheet using stringr: <a href="https://rstudio.github.io/cheatsheets/strings.pdf" rel="nofollow noopener" translate="no" target="_blank">https://rstudio.github.io/cheatsheets/strings.pdf</a> I probably use stringr::str_replace() once every other day... to clean up metadata (of course!) <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a>

3xfactorialNext at <a href="https://mastodon.social/tags/WorkshopsForUkraine" class="mention hashtag" rel="nofollow noopener" target="_blank">#WorkshopsForUkraine</a>: Good vs. Bad Confounders: A Hands-On Introduction with DAGs & Simulations in <a href="https://mastodon.social/tags/R" class="mention hashtag" rel="nofollow noopener" target="_blank">#R</a> <a href="https://mastodon.social/tags/Rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rstats</a>, by Dr Angelo D’Ambrosio (European Centre for Disease Prevention and Control), Thursday, July 17th, 6 pm CEST. Register or sponsor a place for a student by donating to support <a href="https://mastodon.social/tags/Ukraine" class="mention hashtag" rel="nofollow noopener" target="_blank">#Ukraine</a>. Details: <a href="https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine#h.h491ycsfosb9" rel="nofollow noopener" translate="no" target="_blank">https://sites.google.com/view/dariia-mykhailyshyna/main/r-workshops-for-ukraine#h.h491ycsfosb9</a>

Adam H. Sparks :rstats:How good is Mitchell O'Hara-Wild's {vitae} package for <a href="https://rstats.me/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a>, <a href="https://mitchelloharawild.com/blog/vitae/" rel="nofollow noopener" translate="no" target="_blank">https://mitchelloharawild.com/blog/vitae/</a>? I managed to add a whole new section to my CV (<a href="https://codeberg.org/adamhsparks/AHSparks_CV" rel="nofollow noopener" translate="no" target="_blank">https://codeberg.org/adamhsparks/AHSparks_CV</a>) without screwing up formatting of the final document this morning. Thanks, Mitchell!

James BalamutaWhat is this? An R editor for ants?@examplesWebR now goes full-screen because your data viz deserves better than a cramped iframe!Click "Full-width" → no more squintingTry it: <a href="https://rd.thecoatlessprofessor.com/webr-in-pkgdown/reference/residual_surrealism.html" rel="nofollow noopener" translate="no" target="_blank">https://rd.thecoatlessprofessor.com/webr-in-pkgdown/reference/residual_surrealism.html</a><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> <a href="https://mastodon.social/tags/webr" class="mention hashtag" rel="nofollow noopener" target="_blank">#webr</a>

Stephen TurnerAdding on to another answer <a class="mention" href="https://bsky.app/profile/davisvaughan.bsky.social" rel="nofollow noopener" target="_blank">@davisvaughan.bsky.social</a> pointed out a super cool Positron feature, Ctrl+Shift+Right (MacOS) to "expand" and Ctrl+Shift+Left to "shrink" the selection. Giving me vim motion vibes 😎 <a href="https://forum.posit.co/t/breakerofchains-or-similar-for-positron/204665" rel="nofollow noopener" target="_blank">forum.posit.co/t/breakerofc...</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23Rstats" target="_blank">#Rstats</a> RE: <a href="https://bsky.app/profile/did:plc:ppvxhapnptcy5v6cih3ynmzg/post/3ltoqizpjxs2d" rel="nofollow noopener" target="_blank">https://bsky.app/profile/did:plc:ppvxhapnptcy5v6cih3ynmzg/post/3ltoqizpjxs2d</a>

R-Podcast (Eric) :pci:After a longer than intended break, episode 207 of the <a href="https://a.gup.pe/u/rstats" class="u-url mention" rel="nofollow noopener" target="_blank">@rstats</a> <a href="https://fosstodon.org/@rweekly" class="u-url mention" rel="nofollow noopener" target="_blank">@rweekly</a> Highlights podcast is out! <a href="https://serve.podhome.fm/episodepage/r-weekly-highlights/207" rel="nofollow noopener" translate="no" target="_blank">https://serve.podhome.fm/episodepage/r-weekly-highlights/207</a>🛠️ Generating Quarto syntax within R <a href="https://hachyderm.io/@djnavarro" class="u-url mention" rel="nofollow noopener" target="_blank">@djnavarro</a> 🤔 Introduction to Behavior-Driven Development (Jakub Soboleqski) 🔎 Dive()ing into the hunt <a href="https://fosstodon.org/@milesmcbain" class="u-url mention" rel="nofollow noopener" target="_blank">@milesmcbain</a> Plus one of your hosts could not resist a hot take or two!h/t <a href="https://fosstodon.org/@mike_thomas" class="u-url mention" rel="nofollow noopener" target="_blank">@mike_thomas</a> & <a href="https://mstdn.social/@R_by_Ryo" class="u-url mention" rel="nofollow noopener" target="_blank">@R_by_Ryo</a> 🙏 <a href="https://podcastindex.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://podcastindex.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> <a href="https://podcastindex.social/tags/V4V" class="mention hashtag" rel="nofollow noopener" target="_blank">#V4V</a>

Dorothy Bishop{tinyplot} 0.3.0 : lightweight <a href="https://mastodon.social/tags/Rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#Rstats</a> 📦 to draw beautiful and complex plots, using an ultra-simple and concise syntax.grantmcdermott.com/tinyplot/

Grant McDermott`tinyplot` v0.4.2 is now available on CRAN + R-universe 🎉 Mostly bug fixes, but includes some important integration improvements for Positron IDE users. Release notes: <a href="https://grantmcdermott.com/tinyplot/NEWS.html" rel="nofollow noopener" translate="no" target="_blank">https://grantmcdermott.com/tinyplot/NEWS.html</a><a href="https://mastodon.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a>

Ming 'Tommy' Tangf you use ggplot2, you will find patchwork package amazing <a href="https://patchwork.data-imaginist.com/" rel="nofollow noopener" translate="no" target="_blank">https://patchwork.data-imaginist.com/</a> <a href="https://genomic.social/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a>

boB Rudis 🇺🇦 🇬🇱 🇨🇦I track <a href="https://infosec.exchange/@stratosphere" class="u-url mention" rel="nofollow noopener" target="_blank">@stratosphere</a>'s posts & their bot has a daily top 10 sketch IPs list. My 🧠 kept 👀 lots of "*.100" IPs & I was curious how frequently they showed up.Went back 200 posts w/GH:McKael/madonctl using both R and DuckDB.Def block these.— <a href="https://mastodon.social/tags/DuckDB" class="mention hashtag" rel="nofollow noopener" target="_blank">#DuckDB</a>: <a href="https://ray.so/SdMcBZa" rel="nofollow noopener" translate="no" target="_blank">https://ray.so/SdMcBZa</a> — <a href="https://mastodon.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a>: <a href="https://ray.so/naTBBMS" rel="nofollow noopener" translate="no" target="_blank">https://ray.so/naTBBMS</a>

DSLC VideosRecent <a href="https://fosstodon.org/@DSLC" class="u-url mention" rel="nofollow noopener" target="_blank">@DSLC</a> club meetings::rstats: Outstanding Shiny UI: Testing and validating templates elements <a href="https://youtu.be/5mkwgsxzW4U" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/5mkwgsxzW4U</a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://fosstodon.org/tags/RShiny" class="mention hashtag" rel="nofollow noopener" target="_blank">#RShiny</a>From the <a href="https://fosstodon.org/@DSLC" class="u-url mention" rel="nofollow noopener" target="_blank">@DSLC</a> :rstats:chives::rstats: Advanced R: Functionals <a href="https://youtu.be/tYqFMtmhmiI" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/tYqFMtmhmiI</a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a>:rstats: Methods for Network Analysis: Bridges, Holes, the Small World Problem, & Simulation <a href="https://youtu.be/jQXJetgVCoY" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/jQXJetgVCoY</a> <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a>Visit <a href="https://dslc.video" rel="nofollow noopener" translate="no" target="_blank">https://dslc.video</a> for hours of new <a href="https://fosstodon.org/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#DataScience</a> videos every week!

Harald KlinkeSetup war übrigens: VS Code, Roo Code und Generierung von PHP- und R-Code.Ergebnis: Mit Vibe Coding – also klassischem Prompting, Copy & Paste, etwas Geduld und Überblick – hab ich die besseren Ergebnisse erzielt.<a href="https://det.social/tags/RooCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#RooCode</a> <a href="https://det.social/tags/VibeCoding" class="mention hashtag" rel="nofollow noopener" target="_blank">#VibeCoding</a> <a href="https://det.social/tags/PHP" class="mention hashtag" rel="nofollow noopener" target="_blank">#PHP</a> <a href="https://det.social/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://det.social/tags/PromptEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#PromptEngineering</a> <a href="https://det.social/tags/VSCode" class="mention hashtag" rel="nofollow noopener" target="_blank">#VSCode</a>

coolbutuselessYes, an empty <a href="https://fosstodon.org/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> object is about half-a-megabyte of data.<a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a>

coolbutuselessThe serialization structure of an empty "ggplot()" object.Courtesy of {zap}, <a href="https://fosstodon.org/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> & <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://github.com/coolbutuseless/zap" rel="nofollow noopener" translate="no" target="_blank">https://github.com/coolbutuseless/zap</a>

coolbutuselessThe serialization structure of an empty R6 object!Courtesy of {zap}, <a href="https://fosstodon.org/tags/ggplot2" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot2</a> & <a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> <a href="https://github.com/coolbutuseless/zap" rel="nofollow noopener" translate="no" target="_blank">https://github.com/coolbutuseless/zap</a>Dominated by a large closure at Depth = 2. I think this is the "$clone" function present in all R6 objects.

coolbutuseless<a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> Hivemind: What's a good package to plot "flamegraph" style information{zap} outputs nested "depth" and "duration". My dodgy <a href="https://fosstodon.org/tags/ggplot" class="mention hashtag" rel="nofollow noopener" target="_blank">#ggplot</a> (with manual annotation) is not ideal.Suggestions welcomed!

coolbutuselessR6 shenanigansThis is cooking my noodle - why is serializing the whole of `z` smaller than serializing just a part of `z` (i.e. `z$clone`)<a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a>

coolbutuseless<a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a> Fun and Games!Have a look at what's in an R6 object! Z <- R6::R6Class('Z') z <- Z$new() .Internal(inspect(z))<a href="https://fosstodon.org/tags/RStats" class="mention hashtag" rel="nofollow noopener" target="_blank">#RStats</a>

Michael Chiricoback on my bullshit (adding missing GitHub URLs to <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="nofollow noopener" target="_blank">#rstats</a> packages' DESCRIPTIONs)

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